Budisulistiorini Sri Hapsari, Nenes Athanasios, Carlton Annmarie G, Surratt Jason D, McNeill V Faye, Pye Havala O T
National Exposure Research Laboratory, U,S, EPA , Research Triangle Park, North Carolina 27711, United States.
Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina , Chapel Hill, North Carolina 27599, United States.
Environ Sci Technol. 2017 May 2;51(9):5026-5034. doi: 10.1021/acs.est.6b05750. Epub 2017 Apr 20.
The lack of statistically robust relationships between IEPOX (isoprene epoxydiol)-derived SOA (IEPOX SOA) and aerosol liquid water and pH observed during the 2013 Southern Oxidant and Aerosol Study (SOAS) emphasizes the importance of modeling the whole system to understand the controlling factors governing IEPOX SOA formation. We present a mechanistic modeling investigation predicting IEPOX SOA based on Community Multiscale Air Quality (CMAQ) model algorithms and a recently introduced photochemical box model, simpleGAMMA. We aim to (1) simulate IEPOX SOA tracers from the SOAS Look Rock ground site, (2) compare the two model formulations, (3) determine the limiting factors in IEPOX SOA formation, and (4) test the impact of a hypothetical sulfate reduction scenario on IEPOX SOA. The estimated IEPOX SOA mass variability is in similar agreement (r ∼ 0.6) with measurements. Correlations of the estimated and measured IEPOX SOA tracers with observed aerosol surface area (r ∼ 0.5-0.7), rate of particle-phase reaction (r ∼ 0.4-0.7), and sulfate (r ∼ 0.4-0.5) suggest an important role of sulfate in tracer formation via both physical and chemical mechanisms. A hypothetical 25% reduction of sulfate results in ∼70% reduction of IEPOX SOA formation, reaffirming the importance of aqueous phase chemistry in IEPOX SOA production.
在2013年南方氧化剂和气溶胶研究(SOAS)期间观察到,异戊二烯环氧二醇(IEPOX)衍生的二次有机气溶胶(IEPOX SOA)与气溶胶液态水和pH值之间缺乏统计学上显著的关系,这凸显了对整个系统进行建模以了解控制IEPOX SOA形成的因素的重要性。我们基于社区多尺度空气质量(CMAQ)模型算法和最近引入的光化学箱模型simpleGAMMA,开展了一项机理建模研究来预测IEPOX SOA。我们的目标是:(1)模拟SOAS洛克观测站地面站点的IEPOX SOA示踪剂;(2)比较两种模型公式;(3)确定IEPOX SOA形成中的限制因素;(4)测试假设的硫酸盐减少情景对IEPOX SOA的影响。估计的IEPOX SOA质量变异性与测量值的一致性较好(r ∼ 0.6)。估计和测量的IEPOX SOA示踪剂与观测到的气溶胶表面积(r ∼ 0.5 - 0.7)、颗粒相反应速率(r ∼ 0.4 - 0.7)和硫酸盐(r ∼ 0.4 - 0.5)之间的相关性表明,硫酸盐在通过物理和化学机制形成示踪剂方面起着重要作用。假设硫酸盐减少25%会导致IEPOX SOA形成减少约70%,这再次证明了水相化学在IEPOX SOA生成中的重要性。